MoEClust: Parsimonious Model-Based Clustering with Covariates
Version 1.0.0

Clustering via parsimonious Mixtures of Experts using the MoEClust models introduced by Murphy and Murphy (2017) . This package fits finite Gaussian mixture models with gating and expert network covariates using parsimonious covariance parameterisations from 'mclust' via the EM algorithm. Visualisation of the results of such models using generalised pairs plots is also facilitated.

Package details

AuthorKeefe Murphy [aut, cre], Thomas Brendan Murphy [ctb]
Date of publication2017-11-28 18:24:21 UTC
MaintainerKeefe Murphy <[email protected]>
LicenseGPL (>= 2)
Version1.0.0
URL https://cran.r-project.org/package=MoEClust
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MoEClust")

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MoEClust documentation built on Nov. 29, 2017, 1:02 a.m.